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腐蚀领域中人工神经网络的应用进展 被引量:15

APPLICATION OF ARTIFICIAL NEURAL NETWORK TO THE FIELD OF CORROSION
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摘要 人工神经网络作为人工智能的重要研究领域 ,是模拟人脑行为解决问题的一种方式 ,受到腐蚀领域科研人员的日益重视 .本文介绍了人工神经网络在大气腐蚀、海水腐蚀、土壤腐蚀、应力腐蚀、腐蚀疲劳和点蚀中应用 。 As an important research field of Artificial Intelligence,Artificial Neural Network imitate human brain behavior to solve problems.It can learn correlative patterns between input and ouput information to make predictions without a specific model.So it is useful for studying corrosion problems.This paper introduces ANN application to atmospheric corrosion,seawater corrosion,soil corrosion,stress corrosion cracking,corrosion fatigue and pitting corrosion,and discuss its application characteristics.
出处 《腐蚀科学与防护技术》 CAS CSCD 北大核心 2004年第3期147-150,共4页 Corrosion Science and Protection Technology
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  • 1W S McCulloch,W Pitts.A Logical Calculus oftheIdeas Immanentin Nervous Activity[M].Bull Math,Biophysics,1943.97.
  • 2F Rosenblatt.Principles of Neurodynamicas[M].Spartam,1961.35.
  • 3J J Hopfield,Neural Networks and Physical Systems with Emergent Collective Computational Abilitiesm [ C].Proc,Natl.Acad.Sci.1982,79:2554.
  • 4D E Rumelhart,J L McClelland.Parallel Distrubuted Processing[ M].MIT Press,Cambridge,1986.
  • 5W C Carpenter,M E Hofman.Training Backprop Neural Networks[M] .Journal AI Expert,A Miller Freeman Publication,1995.30.
  • 6H M G Smets,W F L Bogaerts.SCC analysis of anstenitic stainless steels in chloride-bearing water by neural network techniques[J].Corrosion,1992,48(8):618.
  • 7H M G Smets,W F L Bogaerts.Neural network prediction of stress corrosion crackign[J].Materials Performance,1992,31(9):64.
  • 8P C Lu,M Urquidi-Macdonald.Prediction of IGSCC in Type 304 using an artificialneural networks[C].Proc.Conf.'Corrosion 94',Baltimore,MD,USA,1994,NACE,Paper 151.
  • 9Y Cheng,W L Huang,C Y Zhou.Artificial neural network technology for the date processing of on-line corrosion fatigue crack growth monitoring[J ].International Jo urnal of Pressure Vessels and Piping,1999 76(2):113.
  • 10M E Haque,K V Sudhakar.Prediction of corrosion-fatigue behavior of DP steel through artificial neurla network[J].International Journal of Fatigue,2001,23(1):1.

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